{"id":"https://openalex.org/W4402223909","doi":"https://doi.org/10.1145/3694689","title":"Hubness-Enabled Clustering and Recovery for Large-Scale Incomplete Multi-View Data","display_name":"Hubness-Enabled Clustering and Recovery for Large-Scale Incomplete Multi-View Data","publication_year":2024,"publication_date":"2024-09-04","ids":{"openalex":"https://openalex.org/W4402223909","doi":"https://doi.org/10.1145/3694689"},"language":"en","primary_location":{"id":"doi:10.1145/3694689","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3694689","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Knowledge Discovery from Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101719665","display_name":"Xiao Yu","orcid":"https://orcid.org/0000-0002-6240-8090"},"institutions":[{"id":"https://openalex.org/I59483232","display_name":"Shandong University of Finance and Economics","ror":"https://ror.org/02e2nnq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I59483232"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Yu","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University of Finance and Economics, Jinan City, Shandong Province, China, and Shandong Key Laboratory of Lightweight Intelligent Computing and Visualization for Digital Economy, Jinan City, Shandong Province, China","Shandong University of Finance and Economics, China"],"raw_orcid":"https://orcid.org/0000-0002-6240-8090","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University of Finance and Economics, Jinan City, Shandong Province, China, and Shandong Key Laboratory of Lightweight Intelligent Computing and Visualization for Digital Economy, Jinan City, Shandong Province, China","institution_ids":["https://openalex.org/I59483232"]},{"raw_affiliation_string":"Shandong University of Finance and Economics, China","institution_ids":["https://openalex.org/I59483232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100768509","display_name":"Hui Liu","orcid":"https://orcid.org/0000-0003-3911-7751"},"institutions":[{"id":"https://openalex.org/I59483232","display_name":"Shandong University of Finance and Economics","ror":"https://ror.org/02e2nnq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I59483232"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Liu","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University of Finance and Economics, Jinan City, Shandong Province, China, and Shandong Key Laboratory of Lightweight Intelligent Computing and Visualization for Digital Economy, Jinan City, Shandong Province, China","Shandong University of Finance and Economics, China"],"raw_orcid":"https://orcid.org/0000-0003-3911-7751","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University of Finance and Economics, Jinan City, Shandong Province, China, and Shandong Key Laboratory of Lightweight Intelligent Computing and Visualization for Digital Economy, Jinan City, Shandong Province, China","institution_ids":["https://openalex.org/I59483232"]},{"raw_affiliation_string":"Shandong University of Finance and Economics, China","institution_ids":["https://openalex.org/I59483232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104331069","display_name":"Yan Zhang","orcid":"https://orcid.org/0000-0003-1648-601X"},"institutions":[{"id":"https://openalex.org/I59483232","display_name":"Shandong University of Finance and Economics","ror":"https://ror.org/02e2nnq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I59483232"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University of Finance and Economics, Jinan City, Shandong Province, China","Shandong University of Finance and Economics, China"],"raw_orcid":"https://orcid.org/0000-0003-1648-601X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University of Finance and Economics, Jinan City, Shandong Province, China","institution_ids":["https://openalex.org/I59483232"]},{"raw_affiliation_string":"Shandong University of Finance and Economics, China","institution_ids":["https://openalex.org/I59483232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103122066","display_name":"Yuxiu Lin","orcid":"https://orcid.org/0000-0003-1809-0828"},"institutions":[{"id":"https://openalex.org/I59483232","display_name":"Shandong University of Finance and Economics","ror":"https://ror.org/02e2nnq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I59483232"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxiu Lin","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University of Finance and Economics, Jinan City, Shandong Province, China, and Shandong Key Laboratory of Lightweight Intelligent Computing and Visualization for Digital Economy, Jinan City, Shandong Province, China","Shandong University of Finance and Economics, China"],"raw_orcid":"https://orcid.org/0000-0003-1809-0828","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University of Finance and Economics, Jinan City, Shandong Province, China, and Shandong Key Laboratory of Lightweight Intelligent Computing and Visualization for Digital Economy, Jinan City, Shandong Province, China","institution_ids":["https://openalex.org/I59483232"]},{"raw_affiliation_string":"Shandong University of Finance and Economics, China","institution_ids":["https://openalex.org/I59483232"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101753050","display_name":"Caiming Zhang","orcid":"https://orcid.org/0000-0003-0217-1543"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210097214","display_name":"Shandong Management University","ror":"https://ror.org/00vzprm14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210097214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caiming Zhang","raw_affiliation_strings":["School of Software, Shandong University, Jinan City, Shandong Province, China, and Shandong Key Laboratory of Lightweight Intelligent Computing and Visualization for Digital Economy, Jinan City, Shandong Province, China","Shandong University, China"],"raw_orcid":"https://orcid.org/0000-0003-0217-1543","affiliations":[{"raw_affiliation_string":"School of Software, Shandong University, Jinan City, Shandong Province, China, and Shandong Key Laboratory of Lightweight Intelligent Computing and Visualization for Digital Economy, Jinan City, Shandong Province, China","institution_ids":["https://openalex.org/I4210097214"]},{"raw_affiliation_string":"Shandong University, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11837322,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"1","first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.652845561504364},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.619814932346344},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5902220606803894},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5411339402198792},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2595427632331848},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13131675124168396},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.10212439298629761}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.652845561504364},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.619814932346344},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5902220606803894},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5411339402198792},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2595427632331848},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13131675124168396},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.10212439298629761}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3694689","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3694689","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Knowledge Discovery from Data","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4185829549","display_name":null,"funder_award_id":"62072274 and U22A2033","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W1879834137","https://openalex.org/W1982929029","https://openalex.org/W2010975286","https://openalex.org/W2150856297","https://openalex.org/W2181159407","https://openalex.org/W2546561608","https://openalex.org/W2555500380","https://openalex.org/W2560185252","https://openalex.org/W2592249290","https://openalex.org/W2597507805","https://openalex.org/W2608239929","https://openalex.org/W2608812095","https://openalex.org/W2735834259","https://openalex.org/W2896169497","https://openalex.org/W2903738625","https://openalex.org/W2906529026","https://openalex.org/W2921065608","https://openalex.org/W2946868173","https://openalex.org/W2950244530","https://openalex.org/W2974168418","https://openalex.org/W2997739739","https://openalex.org/W3005001078","https://openalex.org/W3008561560","https://openalex.org/W3021342796","https://openalex.org/W3035751812","https://openalex.org/W3044063956","https://openalex.org/W3121769020","https://openalex.org/W3136737181","https://openalex.org/W3137030179","https://openalex.org/W3165208855","https://openalex.org/W3193406360","https://openalex.org/W3200484065","https://openalex.org/W3215458518","https://openalex.org/W4200226646","https://openalex.org/W4200577927","https://openalex.org/W4206704491","https://openalex.org/W4206908526","https://openalex.org/W4210335338","https://openalex.org/W4212873158","https://openalex.org/W4214876032","https://openalex.org/W4220873374","https://openalex.org/W4221148809","https://openalex.org/W4226092074","https://openalex.org/W4229034616","https://openalex.org/W4229336266","https://openalex.org/W4252959399","https://openalex.org/W4280583218","https://openalex.org/W4285276790","https://openalex.org/W4287115465","https://openalex.org/W4293187595","https://openalex.org/W4307380435","https://openalex.org/W4312574624","https://openalex.org/W4313041774","https://openalex.org/W4315926876","https://openalex.org/W4323323340","https://openalex.org/W4361271902","https://openalex.org/W4381253801","https://openalex.org/W4382202887","https://openalex.org/W4385290926","https://openalex.org/W4386075537","https://openalex.org/W4386395835","https://openalex.org/W4387968084","https://openalex.org/W4388101626","https://openalex.org/W6685423869","https://openalex.org/W6730107233","https://openalex.org/W6731815755","https://openalex.org/W6742471798","https://openalex.org/W6755634998","https://openalex.org/W6766972023"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Incomplete":[0,57],"multi-view":[1,16],"clustering":[2],"has":[3],"gained":[4],"considerable":[5],"attention":[6],"in":[7,18,97,109,133],"recent":[8],"years":[9],"due":[10],"to":[11,26,69,73,94],"the":[12,63,111,115,161,167],"prevalence":[13],"of":[14,38,66,114,128,164],"incomplete":[15,76,131,149],"data":[17,103,116,132],"real-world":[19],"applications.":[20],"However,":[21],"existing":[22],"methods":[23],"often":[24],"struggle":[25],"effectively":[27,87],"deal":[28],"with":[29,34,124,130],"large-scale":[30,75],"datasets,":[31,150],"particularly":[32],"those":[33],"a":[35,47,81,125],"significant":[36,126],"number":[37,127],"missing":[39,102,119],"instances.":[40],"To":[41,136],"address":[42],"these":[43],"issues,":[44],"we":[45,140],"propose":[46],"novel":[48,82],"method":[49],"called":[50],"Hubness-Enabled":[51],"Clustering":[52],"and":[53,101,117,147],"Recovery":[54],"for":[55],"Large-Scale":[56],"Multi-View":[58],"Data":[59],"(HENRI).":[60],"HENRI":[61,105,165],"utilizes":[62],"consensus":[64],"hubs":[65],"all":[67,91],"views":[68],"identify":[70],"informative":[71],"anchors":[72],"handle":[74],"datasets.":[77],"Furthermore,":[78],"it":[79],"incorporates":[80],"sample-level":[83],"fusion":[84],"strategy":[85],"that":[86],"integrates":[88],"information":[89],"from":[90],"views,":[92],"leading":[93],"remarkable":[95],"outcomes":[96],"both":[98],"cluster":[99],"formation":[100],"reconstruction.":[104],"demonstrates":[106],"exceptional":[107],"capability":[108],"capturing":[110],"underlying":[112],"structures":[113],"recovering":[118],"information,":[120],"even":[121],"when":[122],"faced":[123],"instances":[129],"partial":[134],"views.":[135],"validate":[137],"its":[138],"effectiveness,":[139],"conducted":[141],"experiments":[142],"on":[143],"6":[144],"complete":[145],"datasets":[146],"31":[148],"comparing":[151],"against":[152],"11":[153],"baseline":[154],"methods.":[155,169],"The":[156],"results":[157],"are":[158],"impressive,":[159],"demonstrating":[160],"superior":[162],"performance":[163],"over":[166],"state-of-the-art":[168]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
